| Accurate, large minibatch sgd: Training imagenet in 1 hour P Goyal, P Dollár, R Girshick, P Noordhuis, L Wesolowski, A Kyrola, ... arXiv preprint arXiv:1706.02677, 2017 | 2506 | 2017 |
| Machine learning at facebook: Understanding inference at the edge CJ Wu, D Brooks, K Chen, D Chen, S Choudhury, M Dukhan, ... 2019 IEEE international symposium on high performance computer architecture …, 2019 | 319 | 2019 |
| Deep learning inference in facebook data centers: Characterization, performance optimizations and hardware implications J Park, M Naumov, P Basu, S Deng, A Kalaiah, D Khudia, J Law, P Malani, ... arXiv preprint arXiv:1811.09886, 2018 | 125 | 2018 |
| Accurate, large minibatch sgd: Training imagenet in 1 hour. arXiv 2017 P Goyal, P Dollár, R Girshick, P Noordhuis, L Wesolowski, A Kyrola, ... arXiv preprint arXiv:1706.02677, 2019 | 47 | 2019 |
| High performance ultra-low-precision convolutions on mobile devices A Tulloch, Y Jia arXiv preprint arXiv:1712.02427, 2017 | 27 | 2017 |
| On periodic functions as regularizers for quantization of neural networks M Naumov, U Diril, J Park, B Ray, J Jablonski, A Tulloch arXiv preprint arXiv:1811.09862, 2018 | 14 | 2018 |
| High-performance, distributed training of large-scale deep learning recommendation models D Mudigere, Y Hao, J Huang, A Tulloch, S Sridharan, X Liu, M Ozdal, ... arXiv preprint arXiv:2104.05158, 2021 | 13 | 2021 |
| Accurate low-rank approximations via a few iterations of alternating least squares A Szlam, A Tulloch, M Tygert SIAM Journal on Matrix Analysis and Applications 38 (2), 425-433, 2017 | 8 | 2017 |
| Mixed-Precision Embedding Using a Cache JA Yang, J Huang, J Park, PTP Tang, A Tulloch arXiv preprint arXiv:2010.11305, 2020 | 7 | 2020 |
| Hybrid composition with idleblock: more efficient networks for image recognition B Xu, A Tulloch, Y Chen, X Yang, L Qiao arXiv preprint arXiv:1911.08609, 2019 | 5 | 2019 |
| Software-hardware co-design for fast and scalable training of deep learning recommendation models D Mudigere, Y Hao, J Huang, Z Jia, A Tulloch, S Sridharan, X Liu, ... Proceedings of the 49th Annual International Symposium on Computer …, 2022 | 4 | 2022 |
| Accurate principal component analysis via a few iterations of alternating least squares A Szlam, A Tulloch, M Tygert arXiv preprint arXiv:1603.01765, 2016 | | 2016 |
| PMH8-SPECTRAL THEORY AND PDES A TULLOCH | | |
Yangqing JiaVP, Alibaba GroupVerified email at daggerfs.com
